DevOps radar: tools and trends

Momentum based on available 7-day snapshots for DevOps: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

What’s changing

Of 20 comparable tools in DevOps / Platform, 20 are increasing, 0 are stable, and 0 are declining. @pulumi/pulumi has the largest measured increase: +356508 downloads over 7 days. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-26 to 2026-09-01

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    Other
    Active

    Ministack: Free, open-source local AWS emulator - 60+ services, Terraform compatible, real databases. Free forever. MIT licensed.

    PythonLicense: MIT
    • aws
    • aws-emulator
    • aws-local
    • aws-sdk
    • devtools

    githubmeasured growthOpen source ↗

    4 321GitHub stars+193 (+4.7 %)
  2. 2

    Other
    Active

    Production-Grade Container Scheduling and Management

    GoLicense: Apache-2.0
    • cncf
    • containers
    • go
    • kubernetes

    githubmeasured growthOpen source ↗

    125 584GitHub stars+389 (+0.31 %)
  3. 3

    CLI
    Active

    see ur network breathe

    GoLicense: MIT
    • bandwidth
    • cli
    • cross-platform
    • dashboard
    • devops

    githubmeasured growthOpen source ↗

    440GitHub stars+46 (+11.7 %)
  4. 4

    Other
    Active

    K16S - CKA/CKS lab that could actually break kubelet, systemd, containerd, static pods, etcd and certificates (not kind)

    Shell
    • cka
    • cks
    • devops
    • exam-simulator
    • homelab

    githubmeasured growthOpen source ↗

    114GitHub stars+22 (+23.9 %)
  5. 5

    Other
    Active

    Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

    GoLicense: Apache-2.0
    • containers
    • devsecops
    • docker
    • go
    • golang

    githubmeasured growthOpen source ↗

    37 723GitHub stars+114 (+0.30 %)
  6. 6

    Other
    Active

    280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The…

    • ai-agents
    • ai-automation
    • automation
    • automation-templates
    • awesome

    githubmeasured growthOpen source ↗

    25 039GitHub stars+98 (+0.39 %)
  7. 7

    Other
    Active

    SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.

    GoLicense: Apache-2.0
    • blob-storage
    • cloud-drive
    • distributed-file-system
    • distributed-storage
    • distributed-systems

    githubmeasured growthOpen source ↗

    34 370GitHub stars+97 (+0.28 %)
  8. 8

    Other
    Active

    The Cloud Native Application Proxy

    GoLicense: MIT
    • consul
    • docker
    • etcd
    • go
    • golang

    githubmeasured growthOpen source ↗

    64 690GitHub stars+98 (+0.15 %)
  9. 9

    Agent
    Active

    DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.

    JavaLicense: AGPL-3.0
    • aiops
    • apm
    • application-monitoring
    • devops
    • distributed-tracing

    githubmeasured growthOpen source ↗

    627GitHub stars+22 (+3.6 %)
  10. 10

    Other
    Active

    Kubernetes in the browser.

    TypeScriptLicense: Apache-2.0

      githubmeasured growthOpen source ↗

      1 275GitHub stars+26 (+2.1 %)
    • 11

      Other
      Active

      Local Kubernetes on Apple's container framework - every node is its own lightweight VM. Metrics, storage, and LoadBalancer included.

      GoLicense: MIT
      • apple-silicon
      • containers
      • kubernetes
      • macos

      githubmeasured growthOpen source ↗

      358GitHub stars+15 (+4.4 %)
    • 12

      Other
      Active

      Container runtimes on macOS (and Linux) with minimal setup

      GoLicense: MIT
      • containerd
      • containerd-compose
      • containers
      • docker
      • docker-compose

      githubmeasured growthOpen source ↗

      30 578GitHub stars+59 (+0.19 %)
    • 13

      Other
      Active

      Production CI/CD pipeline template with quality gates, container security, SLSA provenance, cosign signing, and automated release management.

      ShellLicense: Apache-2.0
      • ci-cd
      • devops
      • docker
      • github-actions
      • kubernetes

      githubmeasured growthOpen source ↗

      135GitHub stars+9 (+7.1 %)
    • 14

      Other
      Active

      The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™

      GoLicense: Apache-2.0
      • 2fa
      • authentication
      • docker
      • golang
      • kubernetes

      githubmeasured growthOpen source ↗

      28 751GitHub stars+53 (+0.18 %)
    • 15

      Other
      Active

      Making Docker and Kubernetes management easy.

      TypeScriptLicense: Zlib
      • docker
      • docker-compose
      • docker-container
      • docker-deployment
      • docker-image

      githubmeasured growthOpen source ↗

      38 389GitHub stars+47 (+0.12 %)
    • 16

      Other
      Active

      The Kubernetes control room—built in Rust, ready for engineers and AI agents.

      TypeScriptLicense: MIT
      • desktop-app
      • devops
      • ide
      • kubernetes
      • mcp

      githubmeasured growthOpen source ↗

      159GitHub stars+8 (+5.3 %)
    • 17

      Other
      Active

      Podman: A tool for managing OCI containers and pods.

      GoLicense: Apache-2.0
      • containers
      • docker
      • kubernetes
      • linux
      • oci

      githubmeasured growthOpen source ↗

      32 733GitHub stars+39 (+0.12 %)
    • 18

      Other
      Active

      Distributed reliable key-value store for the most critical data of a distributed system

      GoLicense: Apache-2.0
      • cncf
      • consensus
      • database
      • distributed-database
      • distributed-systems

      githubmeasured growthOpen source ↗

      52 208GitHub stars+35 (+0.07 %)
    • 19

      Other
      Active

      ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀

      JavaScriptLicense: AGPL-3.0
      • ai-app-builder
      • docker
      • hacktoberfest
      • internal-applications
      • internal-project

      githubmeasured growthOpen source ↗

      40 799GitHub stars+34 (+0.08 %)
    • 20

      Other
      Active

      Kata Containers is an open source project and community working to build a standard implementation of lightweight Virtual Machines (VMs) that feel and perform like containers, but provide the workload isolation and security advantages of…

      RustLicense: Apache-2.0
      • containers
      • cri
      • cri-o
      • docker
      • firecracker

      githubmeasured growthOpen source ↗

      8 629GitHub stars+28 (+0.33 %)
    • 21

      MCP
      Active

      🫖 Status page with uptime monitoring & API monitoring as code 🫖

      TypeScriptLicense: AGPL-3.0
      • alerting
      • incident-management
      • mcp
      • mcp-server
      • monitoring

      githubmeasured growthOpen source ↗

      9 045GitHub stars+28 (+0.31 %)
    • 22

      Other
      Active

      Pulumi - Infrastructure as Code in any programming language 🚀

      GoLicense: Apache-2.0
      • aws
      • azure
      • cloud
      • cloud-computing
      • containers

      githubmeasured growthOpen source ↗

      25 635GitHub stars+30 (+0.12 %)
    • 23

      Other
      Active

      an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.

      JavaLicense: Apache-2.0
      • a2a-registry
      • agent
      • ai-registry
      • configuration-management
      • distributed-configuration

      githubmeasured growthOpen source ↗

      33 330GitHub stars+29 (+0.09 %)

    Learning resources

    Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

    1. 1

      agentconnect

      Agent
      ActiveOpen source ↗

      The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happens, they work alongside your team, learning as they go.

      TypeScriptLicense: Apache-2.0
      • agent-client-protocol
      • agent-sandbox
      • ai-agent
      • claude-tag-alternative
      • codereview
      githubResourcemeasured growth
      1 083GitHub stars+931 (+612.5 %)
    2. 2

      awesome-sysadmin

      App
      ActiveOpen source ↗

      A curated list of amazingly awesome open-source sysadmin resources.

      • awesome
      • awesome-list
      • devops
      • list
      • ops
      githubResourcemeasured growth
      35 034GitHub stars+30 (+0.09 %)